diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index fd5db23..a6ab48f 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -55,3 +55,5 @@ test_acceptance:
     paths:
       - results_*.xml
       - report_*.html
+    reports:
+      junit: results_*.xml
diff --git a/scripts/run-tests.sh b/scripts/run-tests.sh
index e8deaad..0d90590 100755
--- a/scripts/run-tests.sh
+++ b/scripts/run-tests.sh
@@ -99,6 +99,10 @@ convert_and_test() {
 
     cd ${WORKSPACE}/mender-image-tests
 
+    # This is a trick to make pytest generate different junit reports
+    # for different runs: renaming the tests folder to tests_<testsuite>
+    cp -r tests tests_${device_type}
+
     python3 -m pytest --verbose \
             --junit-xml="${MENDER_CONVERT_DIR}/results_${device_type}.xml" \
             ${html_report_args} \
@@ -106,7 +110,8 @@ convert_and_test() {
             --test-variables="${MENDER_CONVERT_DIR}/deploy/${device_type}-${artifact_name}.cfg" \
             --board-type="${device_type}" \
             --mender-image=${device_type}-${artifact_name}.sdimg \
-            --sdimg-location="${MENDER_CONVERT_DIR}/deploy"
+            --sdimg-location="${MENDER_CONVERT_DIR}/deploy" \
+            tests_${device_type}
     exitcode=$?
 
     cd -